Dataset

Version: 1.0.0-final

Rows: 6072 | Hash: cd0fe44bc2d7cb5d3f9c736515b309c5db68a11218cf8c49c15e1c036937658f

Model score map
Scalar R20.866
Curve R20.875
Inv accuracy0.894
Inv success0.078
Forward scalar

Version: 0.2.0-xgboost

Validation RMSE mean: 0.9550

Test R2 mean: 0.8656

Forward signature

Version: 0.2.0-torch

Validation curve RMSE: 1.4303

Test dip-frequency MAE: 0.6074

Inverse tandem

Version: 0.2.2-tandem-scaled

Validation success: 0.0659

Test antenna accuracy: 0.8935

Leaderboard
TaskVersionFrameworkSelection score
inverse_tandem0.2.0-demo-tandemtorch0.1667
inverse_tandem0.2.1-demo-tandemtorch0.1667
inverse_tandem0.2.0-tandemtorch0.0812
inverse_tandem0.2.2-tandem-scaledtorch0.0659
inverse_tandem0.2.1-tandem-scaledtorch0.0483
forward_scalar0.1.0-xgboostxgboost_fallback0.0000
forward_scalar0.2.0-demo-xgboostxgboost_fallback-0.0487
forward_scalar0.2.0-xgboostxgboost_fallback-0.6765
forward_scalar0.2.0-xgboostxgboost-0.9550
forward_signature0.2.0-torchtorch-1.4303
forward_signature0.2.0-demo-torchtorch-3.8252
Sweep heatmaps

Antenna 1 | fr_ghz

Antenna 1 | gain_dbi

Antenna 2 | fr_ghz

Antenna 2 | gain_dbi

Antenna 3 | fr_ghz

Antenna 3 | gain_dbi

Antenna 4 | fr_ghz

Antenna 4 | gain_dbi